To me, at least, the word ghetto suggests that the inhabitants are forced and required to live in the area. This is also the traditional meaning, although originally only for Jewish areas, after the original "Ghetto" in Venice.
Because these inner city areas are not places where people are legally required to live, they are not truly ghettoes. That is not to deny the existence of deprived areas, it is just to make a distinction between the two.